The MATLAB product family enables real-time data acquisition and processing, but also gives the user flexibility in implementing their own extensions and interfaces to custom hardware. In this presentation, we show how we use the MathWorks tool chain to support our research in biomedical engineering, from data acquisition to real-time closed-loop control solutions, with examples on how different real-time requirements can be addressed and how the MATLAB APIs can be used to interface with external custom devices.